Context
The project is not robotics, but it shows the same engineering instinct: model the real world, make the data contracts predictable, and surface results through an interface that feels simple because the technical work is hidden underneath.
Applied software + environmental modeling
Geometry, weather, and map data turned into a fast recommendation tool.
SunnySips takes physical outdoor conditions and translates them into a usable app experience without making the user think about the model.
Stack / themes
SwiftUIFastAPIGeospatial modelingWeather data
Contributions
Modeled sun position, urban occlusion, weather attenuation, and location context.
Built a SwiftUI-facing product surface around live environmental logic.
Tightened defaults and data contracts so recommendations stayed predictable.
Used snapshots and compact data outputs to keep behavior easier to inspect.